Zambian Language Trainer Window
Curate local language datasets and trigger asynchronous machine learning training
Multilingual
Select Target Zambian Dialect to Manage & Train:
🇿🇲
Unified (All)
🇿🇲
Chibemba
🇿🇲
Chinyanja
🇿🇲
Chitonga
🇿🇲
Silozi
🇬🇧
English
🌐
Mixed/General
Local Dataset Inspector: All
25504 Records| Phrase Text | Dialect | Category Label | Source |
|---|---|---|---|
| everyone thinks of you as a hoe so idk why you're trying to talk 😂😂 | Mixed | Abusive | User Added |
| everyone report @uncr4fted for being a huge faggot | Mixed | Abusive | User Added |
| everybody's favorite phrase to try and end an argument "You do you and I do me" lmao faggots | Mixed | Hate Speech | User Added |
| everybody talking bout hoes fighting I'm lurking on some money💵💳💯 | Mixed | Abusive | User Added |
| everybody stay yelling its pregant season nooooooooo bitch its my nigga dont wanna were a rubber pussy to good season tf | Mixed | Abusive | User Added |
| everybody gettin sick I feel like supa man in dis bitch | Mixed | Abusive | User Added |
| everybody fuckin everybody bitch everybody wit the shits, thats lifee | Mixed | Abusive | User Added |
| every time this bitch makes a status about guys she texts me like whatttt loll | Mixed | Abusive | User Added |
| every time i try to quit smoking, some dumb bitch always gotta be fucking annoying and try my patience lmfao | Mixed | Abusive | User Added |
| every time i say i don't like someone, boxer, rapper, etc., everyone bitches their fucking heads off as if it changes my opinion. relax. no. | Mixed | Abusive | User Added |
| every time I ask for something the waitress touches my knee till I'm done asking. That mean she tryna give a nigga some pussy don't it. | Mixed | Abusive | User Added |
| every lady ain't no hoe but every lady sure ain't no queen | Mixed | Abusive | User Added |
Add Local Phrase
Batch Import CSV
CSV OnlyUpload a custom CSV file to bulk import training data across all languages. Required columns: phrase (or text), category (0=Hate, 1=Abusive, 2=Safe), and optionally language.
Model Training Control
20%
Evaluation Results
Trained Algorithm:
Decision Tree
ACCURACY
F1 SCORE
Confusion Matrix Grid
46
0
0
2
41
4
0
0
47
Columns: Predicted
Rows: Actual
Algorithm Accuracy Graph